This paper introduces EventNet-ITA, a large, multi-domain corpus annotated with event frames for Italian, and presents an efficient approach for multi-label Frame Parsing. The approach is then evaluated on the dataset. Covering a wide range of individual, social and historical phenomena, the main contribution of EventNet-ITA is to provide the research community with a resource for textual event mining and a novel and extensive tool for Frame Parsing in Italian.
翻译:本文介绍了EventNet-ITA——一个针对意大利语事件框架进行标注的大规模多领域语料库,并提出了一种高效的多标签框架解析方法。随后,该方法在数据集上进行了评估。涵盖广泛的个人、社会及历史现象,EventNet-ITA的主要贡献在于为研究社区提供文本事件挖掘资源,以及一个新颖且全面的意大利语框架解析工具。